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ModErn Text Analysis
META Enumerates Textual Applications
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This is the complete list of members for meta::classify::sgd, including all inherited members.
| alpha_ | meta::classify::sgd | private |
| bias_ | meta::classify::sgd | private |
| bias_weight_ | meta::classify::sgd | private |
| binary_classifier(std::shared_ptr< index::forward_index > idx, class_label positive, class_label negative) | meta::classify::binary_classifier | |
| classifier(std::shared_ptr< index::forward_index > idx) | meta::classify::classifier | |
| classify(doc_id d_id) final | meta::classify::binary_classifier | virtual |
| coeff_ | meta::classify::sgd | private |
| counts_t typedef | meta::classify::sgd | private |
| cross_validate(const std::vector< doc_id > &input_docs, size_t k, bool even_split=false, int seed=1) | meta::classify::classifier | virtual |
| default_alpha | meta::classify::sgd | static |
| default_bias | meta::classify::sgd | static |
| default_gamma | meta::classify::sgd | static |
| default_lambda | meta::classify::sgd | static |
| default_max_iter | meta::classify::sgd | static |
| gamma_ | meta::classify::sgd | private |
| id | meta::classify::sgd | static |
| idx_ | meta::classify::classifier | protected |
| lambda_ | meta::classify::sgd | private |
| loss_ | meta::classify::sgd | private |
| max_iter_ | meta::classify::sgd | private |
| negative_label() const | meta::classify::binary_classifier | |
| positive_label() const | meta::classify::binary_classifier | |
| predict(doc_id d_id) const | meta::classify::sgd | virtual |
| predict(const counts_t &doc) const | meta::classify::sgd | private |
| reset() override | meta::classify::sgd | virtual |
| sgd(const std::string &prefix, std::shared_ptr< index::forward_index > idx, class_label positive, class_label negative, std::unique_ptr< loss::loss_function > loss, double alpha=default_alpha, double gamma=default_gamma, double bias=default_bias, double lambda=default_lambda, size_t max_iter=default_max_iter) | meta::classify::sgd | |
| test(const std::vector< doc_id > &docs) | meta::classify::classifier | virtual |
| train(const std::vector< doc_id > &docs) override | meta::classify::sgd | virtual |
| weights_ | meta::classify::sgd | private |
1.8.9.1